UPDF AI

Optimal Single-Class Classification Strategies

Ran El-Yaniv,Mordechai Nisenson

2006 · DOI: 10.7551/mitpress/7503.003.0052
Neural Information Processing Systems · 50 Citations

TLDR

This work identifies both "hard" and "soft" optimal classification strategies for different types of games and demonstrates that soft classification can provide a significant advantage in single-class classification.